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Efficient data consensus algorithm integrating FL and blockchain dynamic partition protocol PBFT

Abstract With the rapid development of Internet of Things (IoT) technology, the demand for distributed data sharing has surged. Privacy breaches, a single point of failure, and high communication overhead have become core challenges. Existing privacy protection based on single federated learning lac...

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Detalles Bibliográficos
Autor Principal: Guangshun Huang
Formato: Artigo
Idioma:Inglês
Publicado: Nature Portfolio 2025-11-01
Series:Scientific Reports
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Acceso en liña:https://doi.org/10.1038/s41598-025-30487-3
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